Open road - Issue 01, Summer 1976
Bibliographic record
Abstract
In this issue: Never say sorry to the Pentagon: a Ghandian approach to doomsday weaponry; Jailbreaks, expropriations & political bombs: hard times for Seattle's urban guerrillas; Working women organize themselves: a militant new union shakes up system; On the road; Song of the open road (Walt Whitman); Still crazy after all these years; Green politics spark children's crusade; MIR escalates resistance in Chile; SORWUC (Service, Office and Retail Workers Union of Canada): a fighting union for working women; French workers celebrate: open house at occupied factories; A.R.M. the spirit (Anti-authoritarian Revolutionary Movement); Argentine junta fears union guerrillas; Mauberism overhauls Timor; Pacific Life Community puts heat on nuclear arms; Who gets political asylum?: courts flip-flop over politics; News from nowhere; SLA (Symbionese Liberation Army) survivors fight on; Basque libertarians organize; Kansas City hosts Yippie! convention; Worm turns in Big Apple; The movement ethic; New wave of protest music: Holly Near, an intimate voice for freedom; Interview with Martin Sostre; The American Indian Movement: grassroots power builds a new nation; Official response to court ruling: super-max a cruel hoax; NCLC: left-wing facism; Urban guerrillas rock the boat in Seattle; Durruti: the people armed; Oppenheimer has high hopes for the State (book review); Wobblies in B.C.: syndicalists on the Western frontier (book review); Don't play the chords of fame: Phil Ochs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.006 | 0.004 |
| Insufficient payload (model declined to judge) | 0.555 | 0.464 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".